Market and Technical Context
3.70 Mtof pesticide active ingredients used in agriculture globally in 2022
$48.8Bvalue of global pesticide exports in 2022
Up to 40%of global crop production lost to pests and diseases annually
A crop protection product does not become commercially strong at launch. Its future is shaped much earlier, when the development team decides what to test, where to test it, which standard to use, and what evidence will justify the next investment.
The target product profile comes first
Before accumulating data, define the product the market would value. Which crop and pest problem matters? What performance must the product deliver relative to the commercial standard? What use rate, timing, residual activity, crop safety, and operational fit are required? Which claim would distinguish the product without exceeding the evidence?
A target product profile gives the trial program a standard for advancement. Without it, teams can spend several seasons generating favorable results without knowing whether those results describe a differentiated product.
The average can hide the decision
Two candidates may produce the same mean efficacy or yield response and represent very different risks. Consistent performance across relevant environments may support a clear use pattern. A second product may deliver higher peaks but fail unpredictably. The mean describes the overall result; the distribution helps describe the commercial risk.
The endpoint must follow the value
Field yield is not always the end of the economic story. Rice treatments can affect milling recovery and grain quality. Sugarcane programs can influence recoverable sugar, fiber, juice purity, and harvest flexibility. Potato products may affect marketable yield, storage performance, and processing quality.
The development decision sits inside a large, changing system
FAO estimated agricultural pesticide use at 3.70 million tonnes of active ingredient in 2022, four percent above 2021, 13 percent above the level a decade earlier, and approximately twice the 1990 total. In the same year, formulated-product exports were worth $48.8 billion. Those figures describe a large market, but they also conceal major differences in pest pressure, crop value, regulatory standards, resistance status, application infrastructure, and acceptable cost per hectare. A target product profile has to resolve those differences into a specific product proposition rather than treating global pesticide expenditure as an addressable market.
The biological need remains substantial. FAO estimates that pests and diseases destroy up to 40 percent of global crop production each year, with plant-disease losses costing more than $220 billion and invasive insects at least $70 billion. Yet loss potential is not equivalent to product value. The recoverable opportunity depends on how much loss can be prevented under commercial practice, whether the improvement exceeds an existing standard, how reliably the result occurs, and what portion of the protected value can support product price, channel margin, and application cost.
Trial design determines which commercial risks remain visible
A robust program should define advancement criteria before results are available. Efficacy relative to an untreated control establishes activity, whereas efficacy relative to the commercial standard informs differentiation. Dose response helps define robustness and margin, timing studies test operational fit, and multi-environment trials reveal whether performance changes with pest density, crop stage, weather, soil, or management. Yield and quality endpoints then determine whether biological control survives translation into economic value.
The downstream example matters. USDA defines rice milling yield through total milled-rice recovery and the proportion recovered as whole kernels, or head rice. Pest or disease control that preserves rough-rice weight but fails to preserve head-rice recovery can therefore create less value than a field-yield endpoint suggests. The same principle applies to sugarcane recoverable sugar, potato processing quality, fruit packout, seed germination, and residue or export-market requirements. A trial should end where the customer's value is determined, not automatically at the edge of the field.